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modified: .gitignore modified: README.md modified: README_EN.md new file: assets/EmoLLM_transparent.png deleted: assets/Shusheng.jpg new file: assets/Shusheng.png new file: assets/aiwei_demo1.gif new file: assets/aiwei_demo2.gif new file: assets/aiwei_demo3.gif new file: assets/aiwei_demo4.gif
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*.jsonl
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*.json
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*.txt
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localFile/
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# ./generate_data/*.josnl
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# ./generate_data/*/*/*.josnl
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50
README.md
50
README.md
@ -6,7 +6,7 @@
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<p align="center">
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<a href="https://github.com/SmartFlowAI/EmoLLM/">
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<img src="assets/logo.jpeg" alt="Logo" width="30%">
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<img src="assets/EmoLLM_transparent.png" alt="Logo" width="50%">
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</a>
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<div align="center">
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@ -44,20 +44,20 @@
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<div align="center">
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| 模型 | 类型 |
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| :-------------------: | :--------: |
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| InternLM2_7B_chat | QLORA |
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| InternLM2_7B_chat | 全量微调 |
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| InternLM2_7B_base | QLORA |
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| InternLM2_1_8B_chat | 全量微调 |
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| InternLM2_20B_chat | LORA |
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| Qwen_7b_chat | QLORA |
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| Qwen1_5-0_5B-Chat | 全量微调 |
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| Baichuan2_13B_chat | QLORA |
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| ChatGLM3_6B | LORA |
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| DeepSeek MoE_16B_chat | QLORA |
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| Mixtral 8x7B_instruct | QLORA |
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| …… | …… |
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| 模型 | 类型 | 链接 |
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| :-------------------: | :------: | :---: |
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| InternLM2_7B_chat | QLORA | |
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| InternLM2_7B_chat | 全量微调 | |
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| InternLM2_7B_base | QLORA | |
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| InternLM2_1_8B_chat | 全量微调 | |
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| InternLM2_20B_chat | LORA | |
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| Qwen_7b_chat | QLORA | |
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| Qwen1_5-0_5B-Chat | 全量微调 | |
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| Baichuan2_13B_chat | QLORA | |
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| ChatGLM3_6B | LORA | |
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| DeepSeek MoE_16B_chat | QLORA | |
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| Mixtral 8x7B_instruct | QLORA | |
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| …… | …… | …… |
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</div>
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@ -76,6 +76,22 @@
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- 预防和干预措施：心理健康大模型还包括预防心理问题和促进心理健康的策略，如心理教育、心理咨询、心理治疗和社会支持系统。
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- 评估和诊断工具：为了有效促进心理健康，需要有科学的工具来评估个体的心理状态，以及诊断可能存在的心理问题。
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<div style="display: grid; grid-template-columns: repeat(2, 1fr); grid-gap: 30px; margin: 50px;">
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<div style="background-color: transparent; padding: 10px;">
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<img class="image" src="assets/aiwei_demo1.gif" alt="艾薇演示1">
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</div>
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<div style="background-color: transparent; padding: 10px;">
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<img class="image" src="assets/aiwei_demo2.gif" alt="艾薇演示2">
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</div>
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<div style="background-color: transparent; padding: 10px;">
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<img class="image" src="assets/aiwei_demo3.gif" alt="艾薇演示3">
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</div>
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<div style="background-color: transparent; padding: 10px;">
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<img class="image" src="assets/aiwei_demo4.gif" alt="艾薇演示4">
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</div>
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</div>
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### 🎇最近更新
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- 【2024.4.2】在 Huggingface 上传[老母亲心理咨询师](https://huggingface.co/brycewang2018/EmoLLM-mother/tree/main)
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- 【2024.3.25】在百度飞桨平台发布[爹系男友心理咨询师](https://aistudio.baidu.com/community/app/68787)
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@ -117,7 +133,7 @@
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<p align="center">
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<a href="https://github.com/SmartFlowAI/EmoLLM/">
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<img src="assets/Shusheng.jpg" alt="浦语挑战赛创新创意奖">
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<img src="assets/Shusheng.png" alt="浦语挑战赛创新创意奖">
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</p>
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- 项目荣获公众号**NLP工程化**[推文宣传](https://mp.weixin.qq.com/s/78lrRl2tlXEKUfElnkVx4A)
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@ -226,7 +242,7 @@ git clone https://github.com/SmartFlowAI/EmoLLM.git
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### 作者（排名不分先后）
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| 用户名 | 学校/组织 | 备注 | 贡献 |
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|:--------------------------------------------------------------------:|:--------------------------------------------------:| :-------------------: |:---------:|
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| :-----------------------------------------------------------: | :------------------------------------------------: | :------------------------------------------------------------------: | :-------------------------------------------: |
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| [aJupyter](https://github.com/aJupyter) | 南开大学在读硕士 | DataWhale成员 | 项目发起人 |
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| [MING-ZCH](https://github.com/MING-ZCH) | 华中科技大学在读本科生 | LLM x Psychology 研究者 | 项目联合负责人 |
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| [jujimeizuo](https://github.com/jujimeizuo) | 江南大学在读硕士 | | |
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59
README_EN.md
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README_EN.md
@ -6,7 +6,7 @@
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<p align="center">
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<a href="https://github.com/SmartFlowAI/EmoLLM/">
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<img src="assets/logo.jpeg" alt="Logo" width="30%">
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<img src="assets/EmoLLM_transparent.png" alt="Logo" width="50%">
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</a>
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<div align="center">
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@ -46,20 +46,20 @@
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<div align="center">
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| Model | Type |
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| :-------------------: | :------: |
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| InternLM2_7B_chat | QLORA |
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| InternLM2_7B_chat | full fine-tuning |
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| InternLM2_7B_base | QLORA |
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| InternLM2_1_8B_chat | full fine-tuning |
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| InternLM2_20B_chat | LORA |
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| Qwen_7b_chat | QLORA |
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| Qwen1_5-0_5B-Chat | full fine-tuning |
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| Baichuan2_13B_chat | QLORA |
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| ChatGLM3_6B | LORA |
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| DeepSeek MoE_16B_chat | QLORA |
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| Mixtral 8x7B_instruct | QLORA |
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| …… | …… |
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| Model | Type | link |
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| :-------------------: | :--------------: | :---: |
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| InternLM2_7B_chat | QLORA | |
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| InternLM2_7B_chat | full fine-tuning | |
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| InternLM2_7B_base | QLORA | |
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| InternLM2_1_8B_chat | full fine-tuning | |
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| InternLM2_20B_chat | LORA | |
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| Qwen_7b_chat | QLORA | |
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| Qwen1_5-0_5B-Chat | full fine-tuning | |
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| Baichuan2_13B_chat | QLORA | |
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| ChatGLM3_6B | LORA | |
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| DeepSeek MoE_16B_chat | QLORA | |
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| Mixtral 8x7B_instruct | QLORA | |
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| …… | …… | …… |
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</div>
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- Prevention and intervention measures: The Mental Health Grand Model also includes strategies for preventing psychological issues and promoting mental health, such as psychological education, counseling, therapy, and social support systems.
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- Assessment and diagnostic tools: Effective promotion of mental health requires scientific tools to assess individuals' psychological states and diagnose potential psychological issues.
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<div style="display: grid; grid-template-columns: repeat(2, 1fr); grid-gap: 30px; margin: 50px;">
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<div style="background-color: transparent; padding: 10px;">
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<img class="image" src="assets/aiwei_demo1.gif" alt="艾薇演示1">
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</div>
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<div style="background-color: transparent; padding: 10px;">
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<img class="image" src="assets/aiwei_demo2.gif" alt="艾薇演示2">
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</div>
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<div style="background-color: transparent; padding: 10px;">
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<img class="image" src="assets/aiwei_demo3.gif" alt="艾薇演示3">
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</div>
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<div style="background-color: transparent; padding: 10px;">
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<img class="image" src="assets/aiwei_demo4.gif" alt="艾薇演示4">
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</div>
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</div>
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### Recent Updates
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- 【2024.3.25】 [Mother-like Therapist] is released on Huggingface (https://huggingface.co/brycewang2018/EmoLLM-mother/tree/main)
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- 【2024.3.25】 [Daddy-like Boy-Friend] is released on Baidu Paddle-Paddle AI Studio Platform (https://aistudio.baidu.com/community/app/68787)
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@ -121,7 +136,7 @@ The Model aims to fully understand and promote the mental health of individuals,
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<p align="center">
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<a href="https://github.com/SmartFlowAI/EmoLLM/">
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<img src="assets/Shusheng.jpg" alt="Challenge Innovation and Creativity Award">
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<img src="assets/Shusheng.png" alt="Challenge Innovation and Creativity Award">
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</p>
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@ -138,7 +153,7 @@ The Model aims to fully understand and promote the mental health of individuals,
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- [EmoLLM - Large Language Model for Mental Health](#emollm---large-language-model-for-mental-health)
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- [Recent Updates](#recent-updates)
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- [Honor](#honor)
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- [Honors](#honors)
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- [Roadmap](#roadmap)
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- [Contents](#contents)
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- [Pre-development Configuration Requirements.](#pre-development-configuration-requirements)
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@ -192,18 +207,18 @@ git clone https://github.com/SmartFlowAI/EmoLLM.git
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### Data Construction
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- Please read the [Data Construction Guide ](generate_data/tutorial.md)for reference.
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- Please read the [Data Construction Guide ](generate_data/tutorial_EN.md)for reference.
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- The dataset used for this fine-tuning can be found at [datasets](datasets/data.json)
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### Fine-tuning Guide
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For details, see the [fine-tuning guide](xtuner_config/README.md)
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For details, see the [fine-tuning guide](xtuner_config/README_EN.md)
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### Deployment Guide
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- Demo deployment: see [deployment guide](./demo/README.md) for details.
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- Quantitative deployment based on [LMDeploy](https://github.com/InternLM/lmdeploy/): see [deploy](./deploy/lmdeploy.md)
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- Demo deployment: see [deployment guide](./demo/README_EN.md) for details.
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- Quantitative deployment based on [LMDeploy](https://github.com/InternLM/lmdeploy/): see [deploy](./deploy/lmdeploy_EN.md)
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### RAG (Retrieval Augmented Generation) Pipeline
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@ -241,7 +256,7 @@ This project uses Git for version control. You can see the currently available v
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### Authors (in no particular order)
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| Username | School/Organization | Remarks | Contributions |
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|:-----------------------------------------------------------------------:|:--------------------------------------------------------------------:| :------------------: |:----------------------------------:|
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| :-----------------------------------------------------------: | :------------------------------------------------------------------: | :-----------------------------------------------------------------------: | :-----------------------------------------------------------------------------------: |
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| [aJupyter](https://github.com/aJupyter) | Nankai University, Master's student | DataWhale member | Project initiator |
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| [MING-ZCH](https://github.com/MING-ZCH) | Huazhong University of Science and Technology, Undergraduate student | LLM X Psychology researcher | Project co-leader |
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| [jujimeizuo](https://github.com/jujimeizuo) | Jiangnan University, Master's student | | |
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